Intro

url_pitching = https://baseballsavant.mlb.com/statcast_search?hfPT=&hfAB=&hfBBT=&hfPR=&hfZ=&stadium=&hfBBL=&hfNewZones=&hfGT=R%7C&hfC=&hfSea=2018%7C&hfSit=&player_type=pitcher&hfOuts=&opponent=&pitcher_throws=&batter_stands=&hfSA=&game_date_gt=&game_date_lt=&team=BOS&position=&hfRO=&home_road=&hfFlag=&metric_1=&hfInn=&min_pitches=0&min_results=0&group_by=name&sort_col=pitches&player_event_sort=h_launch_speed&sort_order=desc&min_abs=0#results

url_batting = https://baseballsavant.mlb.com/statcast_search?hfPT=&hfAB=&hfBBT=&hfPR=&hfZ=&stadium=&hfBBL=&hfNewZones=&hfGT=R%7C&hfC=&hfSea=2018%7C&hfSit=&player_type=batter&hfOuts=&opponent=&pitcher_throws=&batter_stands=&hfSA=&game_date_gt=&game_date_lt=&team=BOS&position=&hfRO=&home_road=&hfFlag=&metric_1=&hfInn=&min_pitches=0&min_results=0&group_by=name&sort_col=pitches&player_event_sort=h_launch_speed&sort_order=desc&min_abs=0#results

This data comes from the mlb statcast dataset. The data can be found at the above urls by clicking on the icon above the graphs column in the table. Then load the data as shown below.

library(tidyverse)
## -- Attaching packages --------------------------------------------------------------------------------- tidyverse 1.2.1 --
## v ggplot2 2.2.1     v purrr   0.2.4
## v tibble  1.4.2     v dplyr   0.7.4
## v tidyr   0.8.0     v stringr 1.2.0
## v readr   1.1.1     v forcats 0.2.0
## Warning: package 'tidyr' was built under R version 3.4.4
## -- Conflicts ------------------------------------------------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag()    masks stats::lag()
library(stringr)
library(rvest)
## Loading required package: xml2
## 
## Attaching package: 'rvest'
## The following object is masked from 'package:purrr':
## 
##     pluck
## The following object is masked from 'package:readr':
## 
##     guess_encoding
library(ggplot2)
library(plotly)
## Warning: package 'plotly' was built under R version 3.4.4
## 
## Attaching package: 'plotly'
## The following object is masked from 'package:ggplot2':
## 
##     last_plot
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##     layout
final_pitching_data_table <- read_csv("redsox_pitching_5132018.csv")
## Warning: Duplicated column names deduplicated: 'pos2_person_id' =>
## 'pos2_person_id_1' [61]
## Parsed with column specification:
## cols(
##   .default = col_character(),
##   game_date = col_date(format = ""),
##   batter = col_integer(),
##   pitcher = col_integer(),
##   balls = col_integer(),
##   strikes = col_integer(),
##   game_year = col_integer(),
##   outs_when_up = col_integer(),
##   inning = col_integer(),
##   game_pk = col_integer(),
##   at_bat_number = col_integer(),
##   pitch_number = col_integer(),
##   home_score = col_integer(),
##   away_score = col_integer(),
##   bat_score = col_integer(),
##   fld_score = col_integer(),
##   post_away_score = col_integer(),
##   post_home_score = col_integer(),
##   post_bat_score = col_integer(),
##   post_fld_score = col_integer()
## )
## See spec(...) for full column specifications.
final_batting_data_table <- read_csv("redsox_batting_5132018.csv")
## Warning: Duplicated column names deduplicated: 'pos2_person_id' =>
## 'pos2_person_id_1' [61]
## Parsed with column specification:
## cols(
##   .default = col_character(),
##   game_date = col_date(format = ""),
##   batter = col_integer(),
##   pitcher = col_integer(),
##   balls = col_integer(),
##   strikes = col_integer(),
##   game_year = col_integer(),
##   outs_when_up = col_integer(),
##   inning = col_integer(),
##   game_pk = col_integer(),
##   at_bat_number = col_integer(),
##   pitch_number = col_integer(),
##   home_score = col_integer(),
##   away_score = col_integer(),
##   bat_score = col_integer(),
##   fld_score = col_integer(),
##   post_away_score = col_integer(),
##   post_home_score = col_integer(),
##   post_bat_score = col_integer(),
##   post_fld_score = col_integer()
## )
## See spec(...) for full column specifications.
head(final_pitching_data_table)
## # A tibble: 6 x 87
##   pitch_type game_date  release_speed release_pos_x release_pos_z
##   <chr>      <date>     <chr>         <chr>         <chr>        
## 1 FF         2018-05-12 96.6          -3.1489       4.8075       
## 2 KC         2018-05-12 86.8          -3.0017       4.7448       
## 3 FF         2018-05-12 96.3          -3.0122       4.8443       
## 4 FF         2018-05-12 96.6          -2.8003       4.8929       
## 5 FF         2018-05-12 97.1          -3.0436       4.8279       
## 6 KC         2018-05-12 84.3          -2.9241       4.8362       
## # ... with 82 more variables: player_name <chr>, batter <int>,
## #   pitcher <int>, events <chr>, description <chr>, spin_dir <chr>,
## #   spin_rate_deprecated <chr>, break_angle_deprecated <chr>,
## #   break_length_deprecated <chr>, zone <chr>, des <chr>, game_type <chr>,
## #   stand <chr>, p_throws <chr>, home_team <chr>, away_team <chr>,
## #   type <chr>, hit_location <chr>, bb_type <chr>, balls <int>,
## #   strikes <int>, game_year <int>, pfx_x <chr>, pfx_z <chr>,
## #   plate_x <chr>, plate_z <chr>, on_3b <chr>, on_2b <chr>, on_1b <chr>,
## #   outs_when_up <int>, inning <int>, inning_topbot <chr>, hc_x <chr>,
## #   hc_y <chr>, tfs_deprecated <chr>, tfs_zulu_deprecated <chr>,
## #   pos2_person_id <chr>, umpire <chr>, sv_id <chr>, vx0 <chr>, vy0 <chr>,
## #   vz0 <chr>, ax <chr>, ay <chr>, az <chr>, sz_top <chr>, sz_bot <chr>,
## #   hit_distance_sc <chr>, launch_speed <chr>, launch_angle <chr>,
## #   effective_speed <chr>, release_spin_rate <chr>,
## #   release_extension <chr>, game_pk <int>, pos1_person_id <chr>,
## #   pos2_person_id_1 <chr>, pos3_person_id <chr>, pos4_person_id <chr>,
## #   pos5_person_id <chr>, pos6_person_id <chr>, pos7_person_id <chr>,
## #   pos8_person_id <chr>, pos9_person_id <chr>, release_pos_y <chr>,
## #   estimated_ba_using_speedangle <chr>,
## #   estimated_woba_using_speedangle <chr>, woba_value <chr>,
## #   woba_denom <chr>, babip_value <chr>, iso_value <chr>,
## #   launch_speed_angle <chr>, at_bat_number <int>, pitch_number <int>,
## #   pitch_name <chr>, home_score <int>, away_score <int>, bat_score <int>,
## #   fld_score <int>, post_away_score <int>, post_home_score <int>,
## #   post_bat_score <int>, post_fld_score <int>
head(final_batting_data_table)
## # A tibble: 6 x 87
##   pitch_type game_date  release_speed release_pos_x release_pos_z
##   <chr>      <date>     <chr>         <chr>         <chr>        
## 1 FF         2018-05-12 96.2          -2.1301       5.8072       
## 2 FC         2018-05-12 88.8          -2.1697       5.8660       
## 3 FC         2018-05-12 88.7          -2.2286       5.8761       
## 4 FC         2018-05-12 88.4          -2.3845       5.7680       
## 5 FF         2018-05-12 95.4          -2.2892       5.7659       
## 6 FF         2018-05-12 94.9          -2.2536       5.8817       
## # ... with 82 more variables: player_name <chr>, batter <int>,
## #   pitcher <int>, events <chr>, description <chr>, spin_dir <chr>,
## #   spin_rate_deprecated <chr>, break_angle_deprecated <chr>,
## #   break_length_deprecated <chr>, zone <chr>, des <chr>, game_type <chr>,
## #   stand <chr>, p_throws <chr>, home_team <chr>, away_team <chr>,
## #   type <chr>, hit_location <chr>, bb_type <chr>, balls <int>,
## #   strikes <int>, game_year <int>, pfx_x <chr>, pfx_z <chr>,
## #   plate_x <chr>, plate_z <chr>, on_3b <chr>, on_2b <chr>, on_1b <chr>,
## #   outs_when_up <int>, inning <int>, inning_topbot <chr>, hc_x <chr>,
## #   hc_y <chr>, tfs_deprecated <chr>, tfs_zulu_deprecated <chr>,
## #   pos2_person_id <chr>, umpire <chr>, sv_id <chr>, vx0 <chr>, vy0 <chr>,
## #   vz0 <chr>, ax <chr>, ay <chr>, az <chr>, sz_top <chr>, sz_bot <chr>,
## #   hit_distance_sc <chr>, launch_speed <chr>, launch_angle <chr>,
## #   effective_speed <chr>, release_spin_rate <chr>,
## #   release_extension <chr>, game_pk <int>, pos1_person_id <chr>,
## #   pos2_person_id_1 <chr>, pos3_person_id <chr>, pos4_person_id <chr>,
## #   pos5_person_id <chr>, pos6_person_id <chr>, pos7_person_id <chr>,
## #   pos8_person_id <chr>, pos9_person_id <chr>, release_pos_y <chr>,
## #   estimated_ba_using_speedangle <chr>,
## #   estimated_woba_using_speedangle <chr>, woba_value <chr>,
## #   woba_denom <chr>, babip_value <chr>, iso_value <chr>,
## #   launch_speed_angle <chr>, at_bat_number <int>, pitch_number <int>,
## #   pitch_name <chr>, home_score <int>, away_score <int>, bat_score <int>,
## #   fld_score <int>, post_away_score <int>, post_home_score <int>,
## #   post_bat_score <int>, post_fld_score <int>

Create ID Tables

If we look at the pitching and batting data we will notice that there are fields with ids that are not translated to names. So we will use the batting and pitching data to generate ids for each person. Since the player_name is the name of the batter/pitcher in their respective data sets we should be able to get all the ids by extracting the player_name with the batter field for the batting table and the player_name field with the pitcher field for the pitching data.

batter_id_table <- final_batting_data_table %>%
  group_by(player_name, batter) %>%
  select(player_name, batter) %>%
  distinct

pitcher_id_table <- final_pitching_data_table %>%
  group_by(player_name, pitcher) %>%
  select(player_name, pitcher) %>%
  distinct

head(batter_id_table)
## # A tibble: 6 x 2
## # Groups:   player_name, batter [6]
##   player_name        batter
##   <chr>               <int>
## 1 Hanley Ramirez     434670
## 2 Andrew Benintendi  643217
## 3 Mookie Betts       605141
## 4 Christian Vazquez  543877
## 5 Jackie Bradley Jr. 598265
## 6 Eduardo Nunez      456488
head(pitcher_id_table)
## # A tibble: 6 x 2
## # Groups:   player_name, pitcher [6]
##   player_name      pitcher
##   <chr>              <int>
## 1 Craig Kimbrel     518886
## 2 Joe Kelly         523260
## 3 Hector Velazquez  584171
## 4 Carson Smith      605476
## 5 David Price       456034
## 6 Brian Johnson     598271

Get Mookie Betts Data

Mookie Betts is having a standout season. I would like to focus on data regarding Mookie’s at bats.

mookie_data <- final_batting_data_table %>%
  filter(player_name=="Mookie Betts")

mookie_data
## # A tibble: 618 x 87
##    pitch_type game_date  release_speed release_pos_x release_pos_z
##    <chr>      <date>     <chr>         <chr>         <chr>        
##  1 FF         2018-05-12 94.9          -2.2536       5.8817       
##  2 FF         2018-05-12 95.8          -2.2788       5.8093       
##  3 FT         2018-05-12 97.3          -2.4584       5.7709       
##  4 FF         2018-05-12 96.1          -2.2799       5.7348       
##  5 FF         2018-05-12 95.9          -1.9824       5.7779       
##  6 FF         2018-05-12 95.7          -2.3119       5.7480       
##  7 FT         2018-05-12 92.7          -2.0106       5.7367       
##  8 FT         2018-05-12 95.4          -1.9052       5.7733       
##  9 FT         2018-05-12 92.6          -2.0007       5.6860       
## 10 FT         2018-05-12 92.4          -2.0615       5.7085       
## # ... with 608 more rows, and 82 more variables: player_name <chr>,
## #   batter <int>, pitcher <int>, events <chr>, description <chr>,
## #   spin_dir <chr>, spin_rate_deprecated <chr>,
## #   break_angle_deprecated <chr>, break_length_deprecated <chr>,
## #   zone <chr>, des <chr>, game_type <chr>, stand <chr>, p_throws <chr>,
## #   home_team <chr>, away_team <chr>, type <chr>, hit_location <chr>,
## #   bb_type <chr>, balls <int>, strikes <int>, game_year <int>,
## #   pfx_x <chr>, pfx_z <chr>, plate_x <chr>, plate_z <chr>, on_3b <chr>,
## #   on_2b <chr>, on_1b <chr>, outs_when_up <int>, inning <int>,
## #   inning_topbot <chr>, hc_x <chr>, hc_y <chr>, tfs_deprecated <chr>,
## #   tfs_zulu_deprecated <chr>, pos2_person_id <chr>, umpire <chr>,
## #   sv_id <chr>, vx0 <chr>, vy0 <chr>, vz0 <chr>, ax <chr>, ay <chr>,
## #   az <chr>, sz_top <chr>, sz_bot <chr>, hit_distance_sc <chr>,
## #   launch_speed <chr>, launch_angle <chr>, effective_speed <chr>,
## #   release_spin_rate <chr>, release_extension <chr>, game_pk <int>,
## #   pos1_person_id <chr>, pos2_person_id_1 <chr>, pos3_person_id <chr>,
## #   pos4_person_id <chr>, pos5_person_id <chr>, pos6_person_id <chr>,
## #   pos7_person_id <chr>, pos8_person_id <chr>, pos9_person_id <chr>,
## #   release_pos_y <chr>, estimated_ba_using_speedangle <chr>,
## #   estimated_woba_using_speedangle <chr>, woba_value <chr>,
## #   woba_denom <chr>, babip_value <chr>, iso_value <chr>,
## #   launch_speed_angle <chr>, at_bat_number <int>, pitch_number <int>,
## #   pitch_name <chr>, home_score <int>, away_score <int>, bat_score <int>,
## #   fld_score <int>, post_away_score <int>, post_home_score <int>,
## #   post_bat_score <int>, post_fld_score <int>

Events

mookie_data <- mookie_data %>%
  mutate(rbi=post_bat_score-bat_score)
  
mookie_data %>%
  group_by(events) %>%
  summarize(count=n())
## # A tibble: 15 x 2
##    events                    count
##    <chr>                     <int>
##  1 double                       15
##  2 field_error                   2
##  3 field_out                    61
##  4 force_out                     3
##  5 grounded_into_double_play     2
##  6 hit_by_pitch                  3
##  7 home_run                     13
##  8 intent_walk                   2
##  9 null                        463
## 10 other_out                     1
## 11 sac_fly                       2
## 12 single                       18
## 13 strikeout                    17
## 14 triple                        1
## 15 walk                         15

Lets look at the at bats but grouped based on pitch type.

mookie_data %>%
  group_by(events, pitch_name) %>%
  summarize(count=n())
## # A tibble: 64 x 3
## # Groups:   events [?]
##    events      pitch_name      count
##    <chr>       <chr>           <int>
##  1 double      2-Seam Fastball     1
##  2 double      4-Seam Fastball     6
##  3 double      Changeup            3
##  4 double      Curveball           1
##  5 double      Slider              4
##  6 field_error Changeup            1
##  7 field_error Slider              1
##  8 field_out   2-Seam Fastball     8
##  9 field_out   4-Seam Fastball    27
## 10 field_out   Changeup           10
## # ... with 54 more rows

Some raw data links to column names https://fastballs.wordpress.com/category/pitchfx-glossary/

pfx_x: the horizontal movement, in inches, of the pitch between the release point and home plate, as compared to a theoretical pitch thrown at the same speed with no spin-induced movement. This parameter is measured at y=40 feet regardless of the y0 value.

pfx_z: the vertical movement, in inches, of the pitch between the release point and home plate, as compared to a theoretical pitch thrown at the same speed with no spin-induced movement. This parameter is measured at y=40 feet regardless of the y0 value.

plate_x: the left/right distance, in feet, of the pitch from the middle of the plate as it crossed home plate. The PITCHf/x coordinate system is oriented to the catcher’s/umpire’s perspective, with distances to the right being positive and to the left being negative.

plate_z: the height of the pitch in feet as it crossed the front of home plate.

mookie_bat_data <- mookie_data %>%
  select(events, pitch_name, release_speed, pitcher, bb_type, pfx_x, pfx_z, plate_x, plate_z, launch_angle, launch_speed, hit_distance_sc, sz_top, sz_bot)
mookie_bat_data %>%
  filter(events=="home_run") %>%
  head()
## # A tibble: 6 x 14
##   events  pitch_name   release_speed pitcher bb_type   pfx_x pfx_z plate_x
##   <chr>   <chr>        <chr>           <int> <chr>     <chr> <chr> <chr>  
## 1 home_r~ 2-Seam Fast~ 86.0           112526 fly_ball  -1.2~ 0.76~ -0.2037
## 2 home_r~ 4-Seam Fast~ 92.9           501985 line_dri~ 0.85~ 1.60~ 0.3792 
## 3 home_r~ 2-Seam Fast~ 92.9           518633 fly_ball  0.90~ 1.30~ 0.7083 
## 4 home_r~ Slider       86.8           518633 fly_ball  -0.2~ 0.13~ -0.0138
## 5 home_r~ Changeup     83.9           518633 fly_ball  1.12~ 1.21~ -0.3759
## 6 home_r~ 4-Seam Fast~ 91.6           592130 fly_ball  -1.1~ 1.32~ 0.6080 
## # ... with 6 more variables: plate_z <chr>, launch_angle <chr>,
## #   launch_speed <chr>, hit_distance_sc <chr>, sz_top <chr>, sz_bot <chr>

Before we can analyze and graph this we need to clean it up.

mookie_bat_data <- mookie_bat_data %>%
  type_convert(cols(release_speed=col_double(), pfx_x=col_double(), pfx_z=col_double(), plate_x=col_double(), plate_z=col_double(), launch_angle=col_double(), launch_speed=col_double(), hit_distance_sc=col_integer(), sz_top=col_double(), sz_bot=col_double()))
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [455, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 3]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [455, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 6]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [455, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 7]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [455, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 8]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [455, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 9]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [1, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [2, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [3, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [4, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [5, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [7, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [9, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [12, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [14, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [15, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [17, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [18, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [19, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [20, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [21, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [22, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [24, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [25, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [26, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [28, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [29, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [30, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [31, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [32, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [34, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [35, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [37, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [38, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [39, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [40, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [41, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [42, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [43, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [44, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [45, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [46, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [47, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [48, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [49, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [51, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [52, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [54, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [56, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [57, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [58, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [60, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [61, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [62, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [63, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [64, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [70, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [71, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [72, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [73, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [74, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [76, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [77, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [79, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [80, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [81, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [82, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [83, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [88, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [89, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [90, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [92, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [94, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [96, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [97, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [100, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [101, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [102, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [103, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [104, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [105, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [107, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [109, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [110, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [112, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [113, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [115, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [117, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [118, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [119, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [120, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [121, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [122, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [123, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [124, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [125, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [126, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [128, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [129, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [131, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [132, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [133, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [135, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [137, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [138, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [139, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [140, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [144, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [146, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [149, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [150, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [152, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [153, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [154, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [156, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [158, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [160, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [162, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [163, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [166, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [167, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [168, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [171, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [173, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [174, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [176, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [177, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [178, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [179, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [181, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [183, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [185, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [186, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [187, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [188, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [189, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [190, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [192, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [193, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [194, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [195, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [196, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [198, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [199, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [200, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [202, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [204, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [206, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [207, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [208, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [209, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [210, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [211, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [213, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [214, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [218, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [219, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [221, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [222, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [223, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [225, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [227, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [228, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [229, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [231, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [232, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [234, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [236, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [237, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [238, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [239, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [240, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [242, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [243, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [245, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [246, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [247, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [249, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [250, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [251, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [253, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [254, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [256, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [257, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [259, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [261, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [262, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [263, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [264, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [265, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [266, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [267, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [268, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [272, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [274, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [275, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [276, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [277, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [278, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [279, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [280, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [281, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [282, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [284, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [291, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [293, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [294, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [295, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [297, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [298, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [299, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [300, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [302, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [303, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [305, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [306, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [307, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [308, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [309, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [310, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [311, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [313, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [314, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [317, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [318, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [320, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [323, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [324, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [325, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [326, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [327, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [329, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [330, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [331, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [332, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [334, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [335, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [336, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [337, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [339, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [340, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [341, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [342, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [343, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [344, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [345, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [348, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [350, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [351, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [352, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [353, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [355, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [356, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [359, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [360, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [363, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [365, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [366, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [367, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [368, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [369, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [371, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [372, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [373, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [374, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [375, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [376, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [377, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [378, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [381, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [382, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [384, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [385, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [386, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [388, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [389, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [390, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [391, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [392, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [394, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [395, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [396, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [397, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [398, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [399, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [400, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [401, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [403, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [404, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [408, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [410, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [411, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [412, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [413, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [414, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [415, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [416, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [417, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [418, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [420, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [421, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [422, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [423, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [425, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [426, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [427, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [428, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [431, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [432, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [433, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [435, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [436, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [437, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [439, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [440, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [441, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [442, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [443, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [444, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [445, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [448, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [449, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [451, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [453, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [456, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [457, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [458, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [459, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [460, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [461, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [462, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [463, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [464, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [466, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [467, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [468, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [469, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [471, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [473, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [474, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [475, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [476, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [478, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [479, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [480, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [481, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [482, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [483, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [484, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [485, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [486, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [487, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [488, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [490, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [491, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [492, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [493, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [498, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [499, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [501, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [502, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [504, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [505, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [508, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [510, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [511, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [513, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [515, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [516, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [517, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [519, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [521, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [522, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [523, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [525, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [527, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [529, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [530, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [531, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [533, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [534, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [535, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [537, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [538, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [540, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [541, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [542, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [545, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [546, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [547, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [548, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [550, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [551, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [552, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [553, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [554, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [555, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [558, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [560, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [561, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [562, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [563, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [564, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [565, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [566, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [567, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [568, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [569, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [570, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [571, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [573, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [575, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [577, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [578, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [579, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [580, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [582, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [583, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [584, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [586, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [587, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [588, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [589, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [590, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [591, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [592, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [594, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [595, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [596, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [597, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [600, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [602, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [603, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [605, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [606, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [607, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [608, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [609, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [610, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [611, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [613, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [614, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [615, 10]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [1, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [2, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [3, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [4, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [5, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [7, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [9, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [12, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [14, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [15, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [17, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [18, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [19, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [20, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [21, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [22, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [24, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [25, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [26, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [28, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [29, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [30, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [31, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [32, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [34, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [35, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [37, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [38, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [39, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [40, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [41, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [42, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [43, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [44, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [45, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [46, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [47, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [48, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [49, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [51, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [52, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [54, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [56, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [57, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [58, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [60, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [61, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [62, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [63, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [64, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [70, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [71, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [72, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [73, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [74, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [76, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [77, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [79, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [80, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [81, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [82, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [83, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [88, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [89, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [90, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [92, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [94, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [96, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [97, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [100, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [101, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [102, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [103, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [104, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [105, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [107, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [109, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [110, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [112, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [113, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [115, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [117, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [118, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [119, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [120, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [121, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [122, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [123, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [124, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [125, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [126, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [128, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [129, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [131, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [132, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [133, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [135, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [137, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [138, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [139, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [140, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [144, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [146, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [149, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [150, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [152, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [153, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [154, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [156, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [158, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [160, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [162, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [163, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [166, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [167, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [168, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [171, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [173, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [174, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [176, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [177, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [178, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [179, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [181, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [183, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [185, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [186, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [187, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [188, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [189, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [190, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [192, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [193, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [194, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [195, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [196, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [198, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [199, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [200, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [202, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [204, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [206, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [207, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [208, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [209, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [210, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [211, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [213, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [214, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [218, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [219, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [221, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [222, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [223, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [225, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [227, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [228, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [229, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [231, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [232, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [234, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [236, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [237, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [238, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [239, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [240, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [242, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [243, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [245, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [246, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [247, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [249, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [250, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [251, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [253, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [254, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [256, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [257, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [259, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [261, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [262, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [263, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [264, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [265, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [266, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [267, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [268, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [272, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [274, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [275, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [276, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [277, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [278, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [279, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [280, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [281, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [282, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [284, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [291, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [293, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [294, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [295, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [297, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [298, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [299, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [300, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [302, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [303, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [305, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [306, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [307, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [308, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [309, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [310, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [311, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [313, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [314, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [317, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [318, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [320, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [323, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [324, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [325, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [326, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [327, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [329, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [330, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [331, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [332, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [334, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [335, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [336, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [337, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [339, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [340, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [341, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [342, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [343, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [344, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [345, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [348, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [350, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [351, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [352, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [353, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [355, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [356, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [359, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [360, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [363, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [365, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [366, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [367, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [368, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [369, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [371, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [372, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [373, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [374, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [375, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [376, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [377, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [378, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [381, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [382, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [384, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [385, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [386, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [388, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [389, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [390, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [391, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [392, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [394, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [395, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [396, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [397, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [398, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [399, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [400, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [401, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [403, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [404, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [408, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [410, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [411, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [412, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [413, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [414, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [415, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [416, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [417, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [418, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [420, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [421, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [422, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [423, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [425, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [426, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [427, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [428, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [431, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [432, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [433, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [435, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [436, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [437, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [439, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [440, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [441, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [442, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [443, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [444, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [445, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [448, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [449, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [451, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [453, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [456, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [457, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [458, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [459, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [460, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [461, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [462, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [463, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [464, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [466, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [467, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [468, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [469, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [471, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [473, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [474, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [475, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [476, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [478, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [479, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [480, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [481, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [482, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [483, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [484, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [485, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [486, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [487, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [488, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [490, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [491, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [492, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [493, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [498, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [499, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [501, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [502, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [504, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [505, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [508, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [510, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [511, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [513, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [515, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [516, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [517, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [519, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [521, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [522, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [523, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [525, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [527, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [529, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [530, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [531, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [533, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [534, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [535, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [537, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [538, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [540, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [541, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [542, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [545, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [546, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [547, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [548, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [550, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [551, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [552, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [553, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [554, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [555, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [558, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [560, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [561, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [562, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [563, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [564, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [565, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [566, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [567, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [568, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [569, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [570, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [571, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [573, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [575, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [577, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [578, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [579, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [580, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [582, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [583, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [584, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [586, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [587, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [588, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [589, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [590, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [591, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [592, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [594, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [595, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [596, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [597, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [600, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [602, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [603, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [605, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [606, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [607, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [608, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [609, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [610, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [611, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [613, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [614, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [615, 11]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [1, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [2, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [3, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [4, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [5, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [7, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [9, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [12, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [14, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [15, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [17, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [18, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [19, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [20, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [21, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [22, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [24, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [25, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [26, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [28, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [29, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [30, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [31, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [32, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [34, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [35, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [37, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [38, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [39, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [40, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [41, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [42, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [43, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [44, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [45, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [46, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [47, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [48, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [49, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [51, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [52, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [54, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [56, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [57, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [58, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [60, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [61, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [62, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [63, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [64, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [70, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [71, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [72, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [73, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [74, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [76, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [77, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [79, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [80, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [81, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [82, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [83, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [88, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [89, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [90, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [92, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [94, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [96, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [97, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [100, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [101, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [102, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [103, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [104, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [105, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [107, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [109, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [110, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [112, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [113, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [115, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [116, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [117, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [118, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [119, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [120, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [121, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [122, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [123, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [124, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [125, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [126, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [128, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [129, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [131, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [132, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [133, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [135, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [137, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [138, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [139, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [140, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [144, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [146, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [149, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [150, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [152, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [153, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [154, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [156, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [158, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [160, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [162, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [163, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [166, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [167, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [168, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [171, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [173, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [174, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [176, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [177, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [178, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [179, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [181, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [183, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [185, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [186, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [187, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [188, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [189, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [190, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [192, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [193, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [194, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [195, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [196, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [198, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [199, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [200, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [202, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [204, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [206, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [207, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [208, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [209, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [210, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [211, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [213, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [214, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [218, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [219, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [221, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [222, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [223, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [225, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [226, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [227, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [228, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [229, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [231, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [232, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [234, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [235, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [236, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [237, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [238, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [239, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [240, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [242, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [243, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [245, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [246, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [247, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [249, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [250, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [251, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [253, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [254, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [256, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [257, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [259, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [261, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [262, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [263, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [264, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [265, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [266, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [267, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [268, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [269, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [272, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [274, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [275, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [276, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [277, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [278, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [279, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [280, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [281, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [282, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [284, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [286, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [287, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [289, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [291, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [293, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [294, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [295, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [297, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [298, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [299, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [300, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [302, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [303, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [305, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [306, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [307, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [308, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [309, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [310, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [311, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [313, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [314, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [317, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [318, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [320, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [323, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [324, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [325, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [326, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [327, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [329, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [330, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [331, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [332, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [334, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [335, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [336, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [337, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [339, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [340, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [341, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [342, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [343, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [344, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [345, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [348, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [350, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [351, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [352, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [353, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [355, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [356, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [359, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [360, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [363, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [364, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [365, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [366, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [367, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [368, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [369, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [371, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [372, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [373, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [374, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [375, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [376, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [377, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [378, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [381, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [382, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [384, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [385, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [386, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [388, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [389, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [390, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [391, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [392, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [394, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [395, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [396, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [397, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [398, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [399, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [400, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [401, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [403, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [404, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [408, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [410, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [411, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [412, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [413, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [414, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [415, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [416, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [417, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [418, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [420, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [421, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [422, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [423, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [425, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [426, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [427, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [428, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [431, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [432, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [433, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [435, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [436, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [437, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [439, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [440, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [441, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [442, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [443, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [444, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [445, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [448, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [449, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [451, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [453, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [456, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [457, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [458, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [459, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [460, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [461, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [462, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [463, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [464, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [466, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [467, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [468, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [469, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [471, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [473, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [474, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [475, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [476, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [478, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [479, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [480, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [481, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [482, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [483, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [484, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [485, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [486, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [487, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [488, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [490, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [491, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [492, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [493, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [498, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [499, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [501, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [502, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [504, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [505, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [508, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [510, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [511, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [513, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [515, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [516, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [517, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [519, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [521, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [522, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [523, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [525, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [527, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [529, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [530, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [531, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [533, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [534, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [535, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [537, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [538, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [540, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [541, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [542, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [545, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [546, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [547, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [548, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [550, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [551, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [552, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [553, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [554, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [555, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [558, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [559, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [560, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [561, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [562, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [563, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [564, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [565, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [566, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [567, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [568, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [569, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [570, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [571, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [573, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [575, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [577, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [578, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [579, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [580, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [582, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [583, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [584, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [586, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [587, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [588, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [589, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [590, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [591, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [592, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [594, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [595, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [596, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [597, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [600, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [602, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [603, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [605, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [606, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [607, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [608, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [609, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [610, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [611, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [612, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [613, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [614, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [615, 12]: expected an integer, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 13]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 13]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 13]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 13]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 13]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 13]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 13]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 13]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 13]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 13]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [65, 14]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [66, 14]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [67, 14]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [68, 14]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [285, 14]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [288, 14]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [494, 14]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [495, 14]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [496, 14]: expected a double, but got 'null'
## Warning in type_convert_col(char_cols[[i]], specs$cols[[i]],
## which(is_character)[i], : [497, 14]: expected a double, but got 'null'
mookie_bat_data$pitch_name <- as.factor(mookie_bat_data$pitch_name)
mookie_bat_data$events <- as.factor(mookie_bat_data$events)
mookie_bat_data$bb_type <- as.factor(mookie_bat_data$bb_type)
head(mookie_bat_data)
## # A tibble: 6 x 14
##   events pitch_name    release_speed pitcher bb_type   pfx_x pfx_z plate_x
##   <fct>  <fct>                 <dbl>   <int> <fct>     <dbl> <dbl>   <dbl>
## 1 double 4-Seam Fastb~          94.9  572193 line_dr~ -0.546  1.23  -0.684
## 2 null   4-Seam Fastb~          95.8  572193 null     -0.669  1.23   0.837
## 3 null   2-Seam Fastb~          97.3  572193 null     -1.31   1.14   1.24 
## 4 null   4-Seam Fastb~          96.1  572193 null     -0.361  1.47  -0.718
## 5 null   4-Seam Fastb~          95.9  572193 null     -0.432  1.52   1.73 
## 6 null   4-Seam Fastb~          95.7  572193 null     -0.711  1.30   0.263
## # ... with 6 more variables: plate_z <dbl>, launch_angle <dbl>,
## #   launch_speed <dbl>, hit_distance_sc <int>, sz_top <dbl>, sz_bot <dbl>
strike_zone_top <- mean(mookie_bat_data$sz_top, na.rm=TRUE)
strike_zone_bot <- mean(mookie_bat_data$sz_bot, na.rm=TRUE)
strike_zone_front <- 17/2.0/12


graphed <- ggplot() + geom_rect(aes(xmin=-strike_zone_front, xmax=strike_zone_front, ymin=strike_zone_bot, ymax=strike_zone_top), color="black", fill=NA) + geom_point(data=mookie_bat_data, aes(x=plate_x, y=plate_z, text=sprintf("events: %s<br>Pitch Name: %s<br>Release Speed: %s<br>Launch Angle: %s", events, pitch_name, release_speed, launch_angle))) +
  scale_x_continuous(name="Catchers View | left/right distance in feet of center of plat", limits=c(-4, 4), breaks=seq(from=-4, to=4, by=2)) + scale_y_continuous(name="Height above plate In Feet", limits=c(-2, 6), breaks=seq(from=-2, to=6, by=1))
## Warning: Ignoring unknown aesthetics: text
ggplotly(graphed) 
## We recommend that you use the dev version of ggplot2 with `ggplotly()`
## Install it with: `devtools::install_github('hadley/ggplot2')`

This is rather ugly. Lets do pitches that result in action and color code it by the event that happens.

action <- mookie_bat_data %>%
  filter(events!="null")

graphed <- ggplot(data=action) + geom_rect(aes(text="Strike Zone", xmin=-strike_zone_front, xmax=strike_zone_front, ymin=strike_zone_bot, ymax=strike_zone_top), color="black", fill=NA, show.legend=TRUE) + geom_point(aes(x=plate_x, y=plate_z, text=sprintf("events: %s<br>Pitch Name: %s<br>Release Speed: %s<br>Launch Angle: %s", events, pitch_name, release_speed, launch_angle), color=events)) +
  scale_x_continuous(name="Catchers View | left/right distance in feet of center of plat", limits=c(-4, 4), breaks=seq(from=-4, to=4, by=2)) + scale_y_continuous(name="Height above plate In Feet", limits=c(-2, 6), breaks=seq(from=-2, to=6, by=1))
## Warning: Ignoring unknown aesthetics: text

## Warning: Ignoring unknown aesthetics: text
ggplotly(graphed) 
## We recommend that you use the dev version of ggplot2 with `ggplotly()`
## Install it with: `devtools::install_github('hadley/ggplot2')`